Overview
Data Structures
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Job Informations
| division | metrics | value |
|---|---|---|
| dataset | dataset | df1 |
| dataset | dataset type | tbl_df |
| job | samples | 1,796 / 1,796 (100%) |
| job | created | 2023-11-15 19:59:04.407944 |
| job | created by | dlookr |
Warnings
| checks | judgements | removes |
|---|---|---|
| 20 | 110 | 3 |
| warnings | status | recommand |
|---|---|---|
| REOP_THG5 has 1,773 (98.7%) missing values | missing | judgement |
| REOP_THG4 has 1,765 (98.3%) missing values | missing | judgement |
| REOP_THG3 has 1,745 (97.2%) missing values | missing | judgement |
| LVOT…101 has 1,700 (94.7%) missing values | missing | judgement |
| AUFN_CRTJN has 1,634 (91%) missing values | missing | judgement |
| LVDs (cm)…100 has 1,609 (89.6%) missing values | missing | judgement |
| MORTALITÄT(TAGE) has 1,500 (83.5%) missing values | missing | judgement |
| PAP (mmHg+ZVD)…102 has 1,468 (81.7%) missing values | missing | judgement |
| PHT…110 has 1,377 (76.7%) missing values | missing | judgement |
| LVDs (cm)…76 has 1,368 (76.2%) missing values | missing | judgement |
| LVDd (cm)…99 has 1,367 (76.1%) missing values | missing | judgement |
| MPG (mmHg) has 1,307 (72.8%) missing values | missing | judgement |
| Vmax (m/s)…105 has 1,285 (71.5%) missing values | missing | judgement |
| LVDs has 1,242 (69.2%) missing values | missing | judgement |
| IVSs (cm) has 1,238 (68.9%) missing values | missing | judgement |
| PAP (mmHg+ZVD)…78 has 1,178 (65.6%) missing values | missing | judgement |
| PHT…86 has 1,154 (64.3%) missing values | missing | judgement |
| EF (%) has 1,150 (64%) missing values | missing | judgement |
| LVOT…77 has 1,148 (63.9%) missing values | missing | judgement |
| Signs of SVD has 1,128 (62.8%) missing values | missing | judgement |
| IVSd (cm) has 1,081 (60.2%) missing values | missing | judgement |
| LVDd (cm)…75 has 1,068 (59.5%) missing values | missing | judgement |
| warnings | status | recommand | |
|---|---|---|---|
| 23 | SELBST_SORGEN has 1,058 (58.9%) missing values | missing | judgement |
| 24 | ANGST has 1,058 (58.9%) missing values | missing | judgement |
| 25 | ALLTAG has 1,057 (58.9%) missing values | missing | judgement |
| 26 | SCHMERZEN has 1,056 (58.8%) missing values | missing | judgement |
| 27 | MOBILITÄT has 1,055 (58.7%) missing values | missing | judgement |
| 28 | AI has 1,050 (58.5%) missing values | missing | judgement |
| 29 | AKFläche (cm2) has 1,013 (56.4%) missing values | missing | judgement |
| 30 | DAYS_FU has 988 (55%) missing values | missing | judgement |
| 31 | MONTHS_FU has 988 (55%) missing values | missing | judgement |
| 32 | YEARS_FU has 988 (55%) missing values | missing | judgement |
| 33 | MAVG (MPG) has 964 (53.7%) missing values | missing | judgement |
| 34 | Vmax (m/s)…82 has 943 (52.5%) missing values | missing | judgement |
| 35 | AKFläche has 922 (51.3%) missing values | missing | judgement |
| 36 | LVOT…90 has 837 (46.6%) missing values | missing | judgement |
| 37 | AKI…84 has 816 (45.4%) missing values | missing | judgement |
| 38 | IVSd…92 has 807 (44.9%) missing values | missing | judgement |
| 39 | LVDd has 779 (43.4%) missing values | missing | judgement |
| 40 | PAP has 711 (39.6%) missing values | missing | judgement |
| 41 | PHT…97 has 705 (39.3%) missing values | missing | judgement |
| 42 | Vmax has 438 (24.4%) missing values | missing | judgement |
| 43 | LVEF…87 has 427 (23.8%) missing values | missing | judgement |
| 44 | LVEF…74 has 396 (22%) missing values | missing | judgement |
| 45 | MAVG has 395 (22%) missing values | missing | judgement |
| 46 | AKI…96 has 376 (20.9%) missing values | missing | judgement |
| 47 | AK_ANN has 267 (14.9%) missing values | missing | judgement |
| 48 | UPSIZING has 267 (14.9%) missing values | missing | judgement |
| 49 | E_DEFI has 107 (6%) missing values | missing | judgement |
| 50 | E_SM has 99 (5.5%) missing values | missing | judgement |
| warnings | status | recommand | |
|---|---|---|---|
| 51 | A_PUHYP has 70 (3.9%) missing values | missing | judgement |
| 52 | SMTRAEGER has 67 (3.7%) missing values | missing | judgement |
| 53 | DEFITRAEG has 66 (3.7%) missing values | missing | judgement |
| 54 | A_PAVK_E has 8 (0.4%) missing values | missing | judgement |
| 55 | SM_INTRAOP has 3 (0.2%) missing values | missing | judgement |
| 56 | Bikuspid? has 2 (0.1%) missing values | missing | judgement |
| 57 | BMI has 1 (0.1%) missing values | missing | judgement |
| 58 | Item has high(1.00) cardinality, Maybe identifier | cardinality | check |
| 59 | FALLNR has high(1.00) cardinality, Maybe identifier | cardinality | check |
| 60 | RELAKEY has high(1.00) cardinality, Maybe identifier | cardinality | check |
| 61 | AK_MOD has constant value “116” | cardinality | remove |
| 62 | AK_MOD_BEZ has constant value “SJM-Epic Supra” | cardinality | remove |
| 63 | AK_PROZ has constant value “5-351.02” | cardinality | remove |
| 64 | BG_HRHY_R has a low cardinality. 4 (0.2%) distinct values | cardinality | judgement |
| 65 | AK_DURCHM has a low cardinality. 5 (0.3%) distinct values | cardinality | judgement |
| 66 | REOP_THG5 has a low cardinality. 5 (0.3%) distinct values | cardinality | judgement |
| 67 | Bikuspid? has a low cardinality. 4 (0.2%) distinct values | cardinality | judgement |
| 68 | Bikuspid? has 1,360 (75.72%) zeros | zero | check |
| 69 | A_HYPSYS has 1,327 (73.89%) zeros | zero | check |
| 70 | YEARS_FU has 167 (9.3%) zeros | zero | check |
| 71 | STS has 72 (4.01%) zeros | zero | check |
| 72 | A_HYPTO_R has 66 (3.67%) zeros | zero | check |
| 73 | BG_HRHY_R has 64 (3.56%) zeros | zero | check |
| 74 | BG_DIABET has 62 (3.45%) zeros | zero | check |
| 75 | E_RHYTHM has 56 (3.12%) zeros | zero | check |
| 76 | E_RHYTH has 56 (3.12%) zeros | zero | check |
| 77 | BYPASSZEIT has 38 (2.12%) zeros | zero | check |
| 78 | MONTHS_FU has 30 (1.67%) zeros | zero | check |
| warnings | status | recommand | |
|---|---|---|---|
| 79 | AORTENKLEMMZEIT has 19 (1.06%) zeros | zero | check |
| 80 | MORTALITÄT(TAGE) has 10 (0.56%) zeros | zero | check |
| 81 | AKFläche has 3 (0.17%) zeros | zero | check |
| 82 | GROESSE has 2 (0.11%) zeros | zero | check |
| 83 | GEWICHT has 2 (0.11%) zeros | zero | check |
| 84 | BMI has 1 (0.06%) zeros | zero | check |
| 85 | BG_HRHY_R has 506 (28.17%) outliers | outlier | judgement |
| 86 | E_RHYTHM has 487 (27.12%) outliers | outlier | judgement |
| 87 | E_RHYTH has 487 (27.12%) outliers | outlier | judgement |
| 88 | Bikuspid? has 434 (24.16%) outliers | outlier | judgement |
| 89 | A_HYPTO_R has 347 (19.32%) outliers | outlier | judgement |
| 90 | STS has 155 (8.63%) outliers | outlier | judgement |
| 91 | BYPASSZEIT has 96 (5.35%) outliers | outlier | judgement |
| 92 | A_HYPSYS has 93 (5.18%) outliers | outlier | judgement |
| 93 | OP_ZEIT has 79 (4.4%) outliers | outlier | judgement |
| 94 | AORTENKLEMMZEIT has 69 (3.84%) outliers | outlier | judgement |
| 95 | LVOT…90 has 63 (3.51%) outliers | outlier | judgement |
| 96 | MAVG has 60 (3.34%) outliers | outlier | judgement |
| 97 | Vmax (m/s)…105 has 52 (2.9%) outliers | outlier | judgement |
| 98 | AKFläche (cm2) has 48 (2.67%) outliers | outlier | judgement |
| 99 | IVSd…92 has 44 (2.45%) outliers | outlier | judgement |
| 100 | LVDs (cm)…100 has 44 (2.45%) outliers | outlier | judgement |
| 101 | Vmax has 43 (2.39%) outliers | outlier | judgement |
| 102 | BMI has 33 (1.84%) outliers | outlier | judgement |
| 103 | GEWICHT has 31 (1.73%) outliers | outlier | judgement |
| 104 | MPG (mmHg) has 30 (1.67%) outliers | outlier | judgement |
| 105 | AKFläche has 27 (1.5%) outliers | outlier | judgement |
| 106 | PAP (mmHg+ZVD)…78 has 26 (1.45%) outliers | outlier | judgement |
| warnings | status | recommand | |
|---|---|---|---|
| 107 | OP_ENDE has 25 (1.39%) outliers | outlier | judgement |
| 108 | AK_DURCHM has 24 (1.34%) outliers | outlier | judgement |
| 109 | GROESSE has 23 (1.28%) outliers | outlier | judgement |
| 110 | LVOT…77 has 23 (1.28%) outliers | outlier | judgement |
| 111 | IVSs (cm) has 23 (1.28%) outliers | outlier | judgement |
| 112 | OP_ANFANG has 20 (1.11%) outliers | outlier | judgement |
| 113 | ALTER_OP has 18 (1%) outliers | outlier | judgement |
| 114 | EF (%) has 18 (1%) outliers | outlier | judgement |
| 115 | LVDd (cm)…75 has 17 (0.95%) outliers | outlier | judgement |
| 116 | MORTALITÄT(TAGE) has 16 (0.89%) outliers | outlier | judgement |
| 117 | LVOT…101 has 16 (0.89%) outliers | outlier | judgement |
| 118 | BG_DIABET has 15 (0.84%) outliers | outlier | judgement |
| 119 | Vmax (m/s)…82 has 14 (0.78%) outliers | outlier | judgement |
| 120 | LVDd has 14 (0.78%) outliers | outlier | judgement |
| 121 | PAP has 14 (0.78%) outliers | outlier | judgement |
| 122 | LVEF…74 has 12 (0.67%) outliers | outlier | judgement |
| 123 | IVSd (cm) has 12 (0.67%) outliers | outlier | judgement |
| 124 | LVDs has 11 (0.61%) outliers | outlier | judgement |
| 125 | PAP (mmHg+ZVD)…102 has 11 (0.61%) outliers | outlier | judgement |
| 126 | LVDd (cm)…99 has 10 (0.56%) outliers | outlier | judgement |
| 127 | REOP_THG3 has 9 (0.5%) outliers | outlier | judgement |
| 128 | LVDs (cm)…76 has 9 (0.5%) outliers | outlier | judgement |
| 129 | AK_ANN has 7 (0.39%) outliers | outlier | judgement |
| 130 | LVEF…87 has 7 (0.39%) outliers | outlier | judgement |
| 131 | REOP_THG5 has 5 (0.28%) outliers | outlier | judgement |
| 132 | MAVG (MPG) has 5 (0.28%) outliers | outlier | judgement |
| 133 | REOP_THG4 has 4 (0.22%) outliers | outlier | judgement |
Variables
| variables | types | missing | cardinality | zero | minus | outlier |
|---|---|---|---|---|---|---|
| Item | factor | identifier | ||||
| GEBURT | character | > high | ||||
| ALTER_OP | numeric | X | ||||
| VERSTORBEN | factor | |||||
| STERBEDAT | character | |||||
| MORTALITÄT(TAGE) | numeric | X | X | X | ||
| LAST_FU | character | |||||
| GESCHLECHT | factor | |||||
| GROESSE | numeric | X | X | |||
| GEWICHT | numeric | X | X | |||
| BMI | numeric | X | X | X | ||
| FALLNR | numeric | identifier | ||||
| KLSNYHAE | factor | |||||
| BG_DIABET | numeric | X | X | |||
| A_PUHYP | factor | X | ||||
| A_HYPSYS | numeric | X | X | |||
| A_HYPTO_R | numeric | X | X | |||
| KOROANBEF | factor | |||||
| AB_VHF_KL | factor | |||||
| BG_HRHY_R | numeric | < low | X | X | ||
| A_PAVK_E | factor | X | ||||
| ENDOKARD | factor | |||||
| PRENIETH | factor | |||||
| SMTRAEGER | factor | X | ||||
| DEFITRAEG | factor | X |
| variables | types | missing | cardinality | zero | minus | outlier |
|---|---|---|---|---|---|---|
| AUFN_CRTJN | factor | X | ||||
| STS | numeric | X | X | |||
| RELAKEY | character | identifier | ||||
| OP_DATUM | character | > high | ||||
| OP_ANFANG | numeric | X | ||||
| OP_ENDE | numeric | X | ||||
| OP_ZEIT | numeric | X | ||||
| BYPASSZEIT | numeric | X | X | |||
| AORTENKLEMMZEIT | numeric | X | X | |||
| DRINGLICH | factor | |||||
| AK_BIKUSP | factor | |||||
| AK_MOD | numeric | constant | ||||
| AK_MOD_BEZ | character | constant | ||||
| AK_DURCHM | numeric | < low | X | |||
| AK_ANN | numeric | X | X | |||
| UPSIZING | factor | X | ||||
| OPERATEUR | character | |||||
| AK_PROZ | character | constant | ||||
| THG_NR | character | |||||
| EINGRIFF | character | |||||
| SM_INTRAOP | factor | X | ||||
| E_RHYTHM | numeric | X | X | |||
| E_SM | factor | X | ||||
| E_DEFI | factor | X | ||||
| E_RHYTH | numeric | X | X | |||
| MOBILITÄT | factor | X | ||||
| SELBST_SORGEN | factor | X | ||||
| ALLTAG | factor | X |
| variables | types | missing | cardinality | zero | minus | outlier |
|---|---|---|---|---|---|---|
| SCHMERZEN | factor | X | ||||
| ANGST | factor | X | ||||
| LQ | character | |||||
| REOP? | factor | |||||
| REOP_RELA | character | |||||
| REOP_DAT | character | |||||
| REOP_THGNR | character | |||||
| REOP_EINGR | character | |||||
| REOP_DAT2 | character | |||||
| REOP_THG2 | character | |||||
| REOP_EING2 | character | |||||
| REOP_DAT3 | character | |||||
| REOP_THG3 | numeric | X | X | |||
| REOP_EING3 | character | |||||
| REOP_DAT4 | character | |||||
| REOP_THG4 | numeric | X | X | |||
| REOP_EING4 | character | |||||
| REOP_DAT5 | character | |||||
| REOP_THG5 | numeric | X | < low | X | ||
| REOP_EING5 | character | |||||
| LVEF…74 | numeric | X | X | |||
| LVDd (cm)…75 | numeric | X | X | |||
| LVDs (cm)…76 | numeric | X | X | |||
| LVOT…77 | numeric | X | X | |||
| PAP (mmHg+ZVD)…78 | numeric | X | X | |||
| IVSd (cm) | numeric | X | X | |||
| IVSs (cm) | numeric | X | X | |||
| MAVG (MPG) | numeric | X | X |
| variables | types | missing | cardinality | zero | minus | outlier |
|---|---|---|---|---|---|---|
| Vmax (m/s)…82 | numeric | X | X | |||
| AKFläche (cm2) | numeric | X | X | |||
| AKI…84 | factor | X | ||||
| Bikuspid? | numeric | X | < low | X | X | |
| PHT…86 | factor | X | ||||
| LVEF…87 | numeric | X | X | |||
| LVDd | numeric | X | X | |||
| LVDs | numeric | X | X | |||
| LVOT…90 | numeric | X | X | |||
| PAP | numeric | X | X | |||
| IVSd…92 | numeric | X | X | |||
| MAVG | numeric | X | X | |||
| Vmax | numeric | X | X | |||
| AKFläche | numeric | X | X | X | ||
| AKI…96 | factor | X | ||||
| PHT…97 | factor | X | ||||
| EF (%) | numeric | X | X | |||
| LVDd (cm)…99 | numeric | X | X | |||
| LVDs (cm)…100 | numeric | X | X | |||
| LVOT…101 | numeric | X | X | |||
| PAP (mmHg+ZVD)…102 | numeric | X | X | |||
| IVSd…103 | character | |||||
| MPG (mmHg) | numeric | X | X | |||
| Vmax (m/s)…105 | numeric | X | X | |||
| AÖF | character | |||||
| Signs of SVD | factor | X | ||||
| SVD (VARC3) | character | |||||
| AI | factor | X |
| variables | types | missing | cardinality | zero | minus | outlier |
|---|---|---|---|---|---|---|
| PHT…110 | factor | X | ||||
| DATUM | character | |||||
| DAYS_FU | numeric | X | ||||
| MONTHS_FU | numeric | X | X | |||
| YEARS_FU | numeric | X | X |
Missing Values
List of Missing Values
| variables | missing_count | missing (%) | status | recommand |
|---|---|---|---|---|
| REOP_THG5 | 1,773 | 98.7% | Remove | Remove Variable |
| REOP_THG4 | 1,765 | 98.3% | Remove | Remove Variable |
| REOP_THG3 | 1,745 | 97.2% | Remove | Remove Variable |
| LVOT…101 | 1,700 | 94.7% | Remove | Remove Variable |
| AUFN_CRTJN | 1,634 | 91% | Remove | Remove Variable |
| LVDs (cm)…100 | 1,609 | 89.6% | Remove | Remove Variable |
| MORTALITÄT(TAGE) | 1,500 | 83.5% | Remove | Remove Variable |
| PAP (mmHg+ZVD)…102 | 1,468 | 81.7% | Remove | Remove Variable |
| PHT…110 | 1,377 | 76.7% | Remove | Remove Variable |
| LVDs (cm)…76 | 1,368 | 76.2% | Remove | Remove Variable |
| LVDd (cm)…99 | 1,367 | 76.1% | Remove | Remove Variable |
| MPG (mmHg) | 1,307 | 72.8% | Remove | Remove Variable |
| Vmax (m/s)…105 | 1,285 | 71.5% | Remove | Remove Variable |
| LVDs | 1,242 | 69.2% | Remove | Remove Variable |
| IVSs (cm) | 1,238 | 68.9% | Remove | Remove Variable |
| PAP (mmHg+ZVD)…78 | 1,178 | 65.6% | Remove | Remove Variable |
| PHT…86 | 1,154 | 64.3% | Remove | Remove Variable |
| EF (%) | 1,150 | 64% | Remove | Remove Variable |
| LVOT…77 | 1,148 | 63.9% | Remove | Remove Variable |
| Signs of SVD | 1,128 | 62.8% | Remove | Remove Variable |
| IVSd (cm) | 1,081 | 60.2% | Remove | Remove Variable |
| LVDd (cm)…75 | 1,068 | 59.5% | Remove | Remove Variable |
| SELBST_SORGEN | 1,058 | 58.9% | Remove | Remove Variable |
| variables | missing_count | missing (%) | status | recommand |
|---|---|---|---|---|
| ANGST | 1,058 | 58.9% | Remove | Remove Variable |
| ALLTAG | 1,057 | 58.9% | Remove | Remove Variable |
| SCHMERZEN | 1,056 | 58.8% | Remove | Remove Variable |
| MOBILITÄT | 1,055 | 58.7% | Remove | Remove Variable |
| AI | 1,050 | 58.5% | Remove | Remove Variable |
| AKFläche (cm2) | 1,013 | 56.4% | Remove | Remove Variable |
| DAYS_FU | 988 | 55% | Remove | Remove Variable |
| MONTHS_FU | 988 | 55% | Remove | Remove Variable |
| YEARS_FU | 988 | 55% | Remove | Remove Variable |
| MAVG (MPG) | 964 | 53.7% | Remove | Remove Variable |
| Vmax (m/s)…82 | 943 | 52.5% | Remove | Remove Variable |
| AKFläche | 922 | 51.3% | Remove | Remove Variable |
| LVOT…90 | 837 | 46.6% | Bad | Model based Imputation |
| AKI…84 | 816 | 45.4% | Bad | Model based Imputation |
| IVSd…92 | 807 | 44.9% | Bad | Model based Imputation |
| LVDd | 779 | 43.4% | Bad | Model based Imputation |
| PAP | 711 | 39.6% | Bad | Model based Imputation |
| PHT…97 | 705 | 39.3% | Bad | Model based Imputation |
| Vmax | 438 | 24.4% | Bad | Model based Imputation |
| LVEF…87 | 427 | 23.8% | Bad | Model based Imputation |
| LVEF…74 | 396 | 22% | Bad | Model based Imputation |
| MAVG | 395 | 22% | Bad | Model based Imputation |
| AKI…96 | 376 | 20.9% | Bad | Model based Imputation |
| AK_ANN | 267 | 14.9% | NotBad | Model based Imputation |
| UPSIZING | 267 | 14.9% | NotBad | Model based Imputation |
| E_DEFI | 107 | 6% | OK | Delete or Imputation |
| variables | missing_count | missing (%) | status | recommand |
|---|---|---|---|---|
| E_SM | 99 | 5.5% | OK | Delete or Imputation |
| A_PUHYP | 70 | 3.9% | Good | Delete or Imputation |
| SMTRAEGER | 67 | 3.7% | Good | Delete or Imputation |
| DEFITRAEG | 66 | 3.7% | Good | Delete or Imputation |
| A_PAVK_E | 8 | 0.4% | Good | Delete or Imputation |
| SM_INTRAOP | 3 | 0.2% | Good | Delete or Imputation |
| Bikuspid? | 2 | 0.1% | Good | Delete or Imputation |
| BMI | 1 | 0.1% | Good | Delete or Imputation |
Visualization
Unique Values
Categorical Vaiables
Variables where the proportion of unique data is more than 0.5 or unique is 1.
| variables | types | unique | unique (%) | status | recommand |
|---|---|---|---|---|---|
| Item | factor | 1,796 | 100% | identifier | Use as ID |
| GEBURT | character | 1,673 | 93.2% | high cardinality | Judgment |
| RELAKEY | character | 1,796 | 100% | identifier | Use as ID |
| OP_DATUM | character | 1,357 | 75.6% | high cardinality | Judgment |
| AK_MOD_BEZ | character | 1 | 0.1% | constant | Remove Variable |
| AK_PROZ | character | 1 | 0.1% | constant | Remove Variable |
Numerical Vaiables
Variables where the unique cases is less than 5 or unique is 1.
| variables | types | unique | unique (%) | status | recommand |
|---|---|---|---|---|---|
| BG_HRHY_R | numeric | 4 | 0.2% | low cardinality | Judgment |
| AK_MOD | numeric | 1 | 0.1% | constant | Remove Variable |
| AK_DURCHM | numeric | 5 | 0.3% | low cardinality | Judgment |
| REOP_THG5 | numeric | 5 | 0.3% | low cardinality | Judgment |
| Bikuspid? | numeric | 4 | 0.2% | low cardinality | Judgment |
Categorical Variable Diagnosis
Top Ranks
| variables | levels | freq | ratio (%) |
|---|---|---|---|
| AB_VHF_KL | 0 | 1,767 | 98.4 |
| AB_VHF_KL | 1 | 10 | 0.6 |
| AB_VHF_KL | 2 | 10 | 0.6 |
| AB_VHF_KL | 3 | 9 | 0.5 |
| AI | 0 | 647 | 36.0 |
| AI | 1 | 63 | 3.5 |
| AI | 2 | 24 | 1.3 |
| AI | 3 | 12 | 0.7 |
| AI | Missing | 1,050 | 58.5 |
| AKI…84 | 1 | 355 | 19.8 |
| AKI…84 | 2 | 231 | 12.9 |
| AKI…84 | 0 | 217 | 12.1 |
| AKI…84 | 3 | 175 | 9.7 |
| AKI…84 | 4 | 2 | 0.1 |
| AKI…84 | Missing | 816 | 45.4 |
| AKI…96 | 0 | 1,312 | 73.1 |
| AKI…96 | 1 | 101 | 5.6 |
| AKI…96 | 2 | 6 | 0.3 |
| AKI…96 | 3 | 1 | 0.1 |
| AKI…96 | Missing | 376 | 20.9 |
| AK_BIKUSP | 0 | 1,367 | 76.1 |
| AK_BIKUSP | 1 | 428 | 23.8 |
| AK_BIKUSP | 2 | 1 | 0.1 |
| AK_MOD_BEZ | SJM-Epic Supra | 1,796 | 100.0 |
| AK_PROZ | 5-351.02 | 1,796 | 100.0 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 26 | ALLTAG | 1 | 381 | 21.2 |
| 27 | ALLTAG | 2 | 177 | 9.9 |
| 28 | ALLTAG | 3 | 114 | 6.3 |
| 29 | ALLTAG | 4 | 50 | 2.8 |
| 30 | ALLTAG | 5 | 17 | 0.9 |
| 31 | ALLTAG | Missing | 1,057 | 58.9 |
| 32 | ANGST | 1 | 496 | 27.6 |
| 33 | ANGST | 2 | 157 | 8.7 |
| 34 | ANGST | 3 | 63 | 3.5 |
| 35 | ANGST | 4 | 17 | 0.9 |
| 36 | ANGST | 5 | 5 | 0.3 |
| 37 | ANGST | Missing | 1,058 | 58.9 |
| 38 | AUFN_CRTJN | 0 | 160 | 8.9 |
| 39 | AUFN_CRTJN | 1 | 2 | 0.1 |
| 40 | AUFN_CRTJN | Missing | 1,634 | 91.0 |
| 41 | A_PAVK_E | 0 | 1,580 | 88.0 |
| 42 | A_PAVK_E | 1 | 208 | 11.6 |
| 43 | A_PAVK_E | Missing | 8 | 0.4 |
| 44 | A_PUHYP | 0 | 1,308 | 72.8 |
| 45 | A_PUHYP | 1 | 418 | 23.3 |
| 46 | A_PUHYP | Missing | 70 | 3.9 |
| 47 | AÖF | 1,683 | 93.7 | |
| 48 | AÖF | 1.9 | 7 | 0.4 |
| 49 | AÖF | 2 | 7 | 0.4 |
| 50 | AÖF | 2.1 | 5 | 0.3 |
| 51 | AÖF | 0.8 | 4 | 0.2 |
| 52 | AÖF | 1,9 | 4 | 0.2 |
| 53 | AÖF | 1.6 | 4 | 0.2 |
| 54 | AÖF | 1,7 | 3 | 0.2 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 55 | AÖF | 1.8 | 3 | 0.2 |
| 56 | AÖF | 2,2 | 3 | 0.2 |
| 57 | AÖF | Other levles | 73 | 4.1 |
| 58 | DATUM | 988 | 55.0 | |
| 59 | DATUM | 09.09.2021 | 7 | 0.4 |
| 60 | DATUM | 21.09.2021 | 7 | 0.4 |
| 61 | DATUM | 09.07.2021 | 6 | 0.3 |
| 62 | DATUM | 01.03.2021 | 5 | 0.3 |
| 63 | DATUM | 06.07.2021 | 5 | 0.3 |
| 64 | DATUM | 06.08.2021 | 5 | 0.3 |
| 65 | DATUM | 07.10.2021 | 5 | 0.3 |
| 66 | DATUM | 08.07.2021 | 5 | 0.3 |
| 67 | DATUM | 13.07.2021 | 5 | 0.3 |
| 68 | DATUM | Other levles | 758 | 42.2 |
| 69 | DEFITRAEG | 0 | 1,703 | 94.8 |
| 70 | DEFITRAEG | 1 | 27 | 1.5 |
| 71 | DEFITRAEG | Missing | 66 | 3.7 |
| 72 | DRINGLICH | 1 | 1,309 | 72.9 |
| 73 | DRINGLICH | 2 | 365 | 20.3 |
| 74 | DRINGLICH | 3 | 104 | 5.8 |
| 75 | DRINGLICH | 4 | 15 | 0.8 |
| 76 | DRINGLICH | 0 | 3 | 0.2 |
| 77 | EINGRIFF | Aortenklappe Xenotransplantat: mediane Sternotomie | 517 | 28.8 |
| 78 | EINGRIFF | Bypass 1-fach mit Aortenklappenersatz mit HLM und mediane Sternotomie | 240 | 13.4 |
| 79 | EINGRIFF | Aortenklappe Xenotransplantat: minimalinvasiv | 238 | 13.3 |
| 80 | EINGRIFF | Bypass 2-fach mit Aortenklappenersatz mit HLM und mediane Sternotomie | 169 | 9.4 |
| 81 | EINGRIFF | Ersatz der Aorta ascendens suprakoronar mit Aortenklappenersatz mit HLM | 137 | 7.6 |
| 82 | EINGRIFF | Bypass 3-fach mit Aortenklappenersatz mit HLM und mediane Sternotomie | 92 | 5.1 |
| 83 | EINGRIFF | Aorten- ,Mitral- und Trikuspidalklappe: mediane Sternotomie | 79 | 4.4 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 84 | EINGRIFF | AKE + MKE: mediane Sternotomie | 57 | 3.2 |
| 85 | EINGRIFF | AKE + MKR: mediane Sternotomie | 53 | 3.0 |
| 86 | EINGRIFF | Ersatz des Aortenbogens mit HLM | 43 | 2.4 |
| 87 | EINGRIFF | Other levles | 171 | 9.5 |
| 88 | ENDOKARD | 0 | 1,646 | 91.6 |
| 89 | ENDOKARD | 1 | 150 | 8.4 |
| 90 | E_DEFI | 0 | 1,674 | 93.2 |
| 91 | E_DEFI | 1 | 15 | 0.8 |
| 92 | E_DEFI | Missing | 107 | 6.0 |
| 93 | E_SM | 0 | 1,601 | 89.1 |
| 94 | E_SM | 1 | 96 | 5.3 |
| 95 | E_SM | Missing | 99 | 5.5 |
| 96 | GEBURT | 12.08.1940 | 4 | 0.2 |
| 97 | GEBURT | 06.02.1938 | 3 | 0.2 |
| 98 | GEBURT | 06.11.1940 | 3 | 0.2 |
| 99 | GEBURT | 07.03.1953 | 3 | 0.2 |
| 100 | GEBURT | 10.01.1937 | 3 | 0.2 |
| 101 | GEBURT | 11.02.1952 | 3 | 0.2 |
| 102 | GEBURT | 18.03.1938 | 3 | 0.2 |
| 103 | GEBURT | 24.12.1933 | 3 | 0.2 |
| 104 | GEBURT | 31.12.1940 | 3 | 0.2 |
| 105 | GEBURT | 01.01.1940 | 2 | 0.1 |
| 106 | GEBURT | Other levles | 1,766 | 98.3 |
| 107 | GESCHLECHT | M | 1,423 | 79.2 |
| 108 | GESCHLECHT | W | 373 | 20.8 |
| 109 | IVSd…103 | 1,352 | 75.3 | |
| 110 | IVSd…103 | 1.2 | 61 | 3.4 |
| 111 | IVSd…103 | 1.3 | 52 | 2.9 |
| 112 | IVSd…103 | 1.4 | 48 | 2.7 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 113 | IVSd…103 | 1.1 | 34 | 1.9 |
| 114 | IVSd…103 | 1.5 | 33 | 1.8 |
| 115 | IVSd…103 | 1,3 | 25 | 1.4 |
| 116 | IVSd…103 | 1 | 24 | 1.3 |
| 117 | IVSd…103 | 1,2 | 21 | 1.2 |
| 118 | IVSd…103 | 1,1 | 20 | 1.1 |
| 119 | IVSd…103 | Other levles | 126 | 7.0 |
| 120 | Item | 10 | 1 | 0.1 |
| 121 | Item | 263 | 1 | 0.1 |
| 122 | Item | 265 | 1 | 0.1 |
| 123 | Item | 267 | 1 | 0.1 |
| 124 | Item | 268 | 1 | 0.1 |
| 125 | Item | 269 | 1 | 0.1 |
| 126 | Item | 270 | 1 | 0.1 |
| 127 | Item | 271 | 1 | 0.1 |
| 128 | Item | 277 | 1 | 0.1 |
| 129 | Item | 279 | 1 | 0.1 |
| 130 | Item | Other levles | 1,786 | 99.4 |
| 131 | KLSNYHAE | 3 | 1,010 | 56.2 |
| 132 | KLSNYHAE | 2 | 424 | 23.6 |
| 133 | KLSNYHAE | 4 | 161 | 9.0 |
| 134 | KLSNYHAE | 1 | 134 | 7.5 |
| 135 | KLSNYHAE | 0 | 67 | 3.7 |
| 136 | KOROANBEF | 1 | 853 | 47.5 |
| 137 | KOROANBEF | 2 | 308 | 17.1 |
| 138 | KOROANBEF | 4 | 307 | 17.1 |
| 139 | KOROANBEF | 3 | 256 | 14.3 |
| 140 | KOROANBEF | 0 | 72 | 4.0 |
| 141 | LAST_FU | 26.07.2021 | 218 | 12.1 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 142 | LAST_FU | 113 | 6.3 | |
| 143 | LAST_FU | 24.02.2022 | 53 | 3.0 |
| 144 | LAST_FU | 23.02.2022 | 41 | 2.3 |
| 145 | LAST_FU | 01.08.2021 | 39 | 2.2 |
| 146 | LAST_FU | 02.08.2021 | 38 | 2.1 |
| 147 | LAST_FU | 04.08.2021 | 32 | 1.8 |
| 148 | LAST_FU | 03.08.2021 | 28 | 1.6 |
| 149 | LAST_FU | 30.07.2021 | 27 | 1.5 |
| 150 | LAST_FU | 05.08.2021 | 22 | 1.2 |
| 151 | LAST_FU | Other levles | 1,185 | 66.0 |
| 152 | LQ | 1,065 | 59.3 | |
| 153 | LQ | 80 | 90 | 5.0 |
| 154 | LQ | 70 | 88 | 4.9 |
| 155 | LQ | 90 | 87 | 4.8 |
| 156 | LQ | 50 | 68 | 3.8 |
| 157 | LQ | 75 | 62 | 3.5 |
| 158 | LQ | 85 | 54 | 3.0 |
| 159 | LQ | 95 | 44 | 2.4 |
| 160 | LQ | 100 | 42 | 2.3 |
| 161 | LQ | 60 | 37 | 2.1 |
| 162 | LQ | Other levles | 159 | 8.9 |
| 163 | MOBILITÄT | 1 | 386 | 21.5 |
| 164 | MOBILITÄT | 2 | 156 | 8.7 |
| 165 | MOBILITÄT | 3 | 128 | 7.1 |
| 166 | MOBILITÄT | 4 | 58 | 3.2 |
| 167 | MOBILITÄT | 5 | 13 | 0.7 |
| 168 | MOBILITÄT | Missing | 1,055 | 58.7 |
| 169 | OPERATEUR | Prof. Dr. med. T. Doenst | 384 | 21.4 |
| 170 | OPERATEUR | OA Dr. med. M. Diab | 324 | 18.0 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 171 | OPERATEUR | PD Dr. med. M. Richter | 316 | 17.6 |
| 172 | OPERATEUR | Ltd. OÄ Dr. med. G. Färber | 209 | 11.6 |
| 173 | OPERATEUR | OA Dr. med. T. Sandhaus | 175 | 9.7 |
| 174 | OPERATEUR | OA Dr. med. S. Bargenda | 72 | 4.0 |
| 175 | OPERATEUR | OA Dr. med. M. Breuer | 61 | 3.4 |
| 176 | OPERATEUR | OA Dr. med. H. Kirov | 58 | 3.2 |
| 177 | OPERATEUR | Dr. med. C. Struening | 56 | 3.1 |
| 178 | OPERATEUR | Dr. med. W. Bothe | 55 | 3.1 |
| 179 | OPERATEUR | Other levles | 86 | 4.8 |
| 180 | OP_DATUM | 29.01.2013 | 5 | 0.3 |
| 181 | OP_DATUM | 10.04.2015 | 4 | 0.2 |
| 182 | OP_DATUM | 13.10.2016 | 4 | 0.2 |
| 183 | OP_DATUM | 20.05.2016 | 4 | 0.2 |
| 184 | OP_DATUM | 01.03.2016 | 3 | 0.2 |
| 185 | OP_DATUM | 02.06.2014 | 3 | 0.2 |
| 186 | OP_DATUM | 03.04.2013 | 3 | 0.2 |
| 187 | OP_DATUM | 03.06.2014 | 3 | 0.2 |
| 188 | OP_DATUM | 03.07.2012 | 3 | 0.2 |
| 189 | OP_DATUM | 04.10.2018 | 3 | 0.2 |
| 190 | OP_DATUM | Other levles | 1,761 | 98.1 |
| 191 | PHT…110 | 0 | 265 | 14.8 |
| 192 | PHT…110 | 1 | 154 | 8.6 |
| 193 | PHT…110 | Missing | 1,377 | 76.7 |
| 194 | PHT…86 | 0 | 401 | 22.3 |
| 195 | PHT…86 | 1 | 241 | 13.4 |
| 196 | PHT…86 | Missing | 1,154 | 64.3 |
| 197 | PHT…97 | 0 | 894 | 49.8 |
| 198 | PHT…97 | 1 | 197 | 11.0 |
| 199 | PHT…97 | Missing | 705 | 39.3 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 200 | PRENIETH | 1 | 1,672 | 93.1 |
| 201 | PRENIETH | 0 | 71 | 4.0 |
| 202 | PRENIETH | 3 | 41 | 2.3 |
| 203 | PRENIETH | 4 | 8 | 0.4 |
| 204 | PRENIETH | 2 | 2 | 0.1 |
| 205 | PRENIETH | 5 | 2 | 0.1 |
| 206 | RELAKEY | 11578 80783 41072 | 1 | 0.1 |
| 207 | RELAKEY | 12176 64211 36203 | 1 | 0.1 |
| 208 | RELAKEY | 13386 43025 26971 | 1 | 0.1 |
| 209 | RELAKEY | 14532 44959 27807 | 1 | 0.1 |
| 210 | RELAKEY | 15848 39049 25155 | 1 | 0.1 |
| 211 | RELAKEY | 16522 39262 25236 | 1 | 0.1 |
| 212 | RELAKEY | 16638 46838 28609 | 1 | 0.1 |
| 213 | RELAKEY | 16714 46888 28633 | 1 | 0.1 |
| 214 | RELAKEY | 17085 43442 27211 | 1 | 0.1 |
| 215 | RELAKEY | 17777 95738 44475 | 1 | 0.1 |
| 216 | RELAKEY | Other levles | 1,786 | 99.4 |
| 217 | REOP? | 0 | 1,455 | 81.0 |
| 218 | REOP? | 1 | 341 | 19.0 |
| 219 | REOP_DAT | 1,455 | 81.0 | |
| 220 | REOP_DAT | 23.08.2016 | 3 | 0.2 |
| 221 | REOP_DAT | 01.02.2013 | 2 | 0.1 |
| 222 | REOP_DAT | 08.06.2012 | 2 | 0.1 |
| 223 | REOP_DAT | 10.01.2019 | 2 | 0.1 |
| 224 | REOP_DAT | 12.11.2019 | 2 | 0.1 |
| 225 | REOP_DAT | 14.10.2014 | 2 | 0.1 |
| 226 | REOP_DAT | 17.04.2020 | 2 | 0.1 |
| 227 | REOP_DAT | 17.09.2015 | 2 | 0.1 |
| 228 | REOP_DAT | 19.03.2014 | 2 | 0.1 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 229 | REOP_DAT | Other levles | 322 | 17.9 |
| 230 | REOP_DAT2 | 1,684 | 93.8 | |
| 231 | REOP_DAT2 | 07.06.2012 | 2 | 0.1 |
| 232 | REOP_DAT2 | 01.07.2016 | 1 | 0.1 |
| 233 | REOP_DAT2 | 02.03.2018 | 1 | 0.1 |
| 234 | REOP_DAT2 | 02.05.2018 | 1 | 0.1 |
| 235 | REOP_DAT2 | 02.07.2020 | 1 | 0.1 |
| 236 | REOP_DAT2 | 02.07.2021 | 1 | 0.1 |
| 237 | REOP_DAT2 | 02.09.2013 | 1 | 0.1 |
| 238 | REOP_DAT2 | 02.10.2013 | 1 | 0.1 |
| 239 | REOP_DAT2 | 02.11.2014 | 1 | 0.1 |
| 240 | REOP_DAT2 | Other levles | 102 | 5.7 |
| 241 | REOP_DAT3 | 1,743 | 97.0 | |
| 242 | REOP_DAT3 | 01.05.2016 | 1 | 0.1 |
| 243 | REOP_DAT3 | 01.11.2014 | 1 | 0.1 |
| 244 | REOP_DAT3 | 01.12.2016 | 1 | 0.1 |
| 245 | REOP_DAT3 | 02.08.2012 | 1 | 0.1 |
| 246 | REOP_DAT3 | 02.11.2020 | 1 | 0.1 |
| 247 | REOP_DAT3 | 02.12.2016 | 1 | 0.1 |
| 248 | REOP_DAT3 | 03.03.2014 | 1 | 0.1 |
| 249 | REOP_DAT3 | 03.05.2011 | 1 | 0.1 |
| 250 | REOP_DAT3 | 04.02.2020 | 1 | 0.1 |
| 251 | REOP_DAT3 | Other levles | 44 | 2.4 |
| 252 | REOP_DAT4 | 1,765 | 98.3 | |
| 253 | REOP_DAT4 | 03.04.2020 | 1 | 0.1 |
| 254 | REOP_DAT4 | 03.05.2011 | 1 | 0.1 |
| 255 | REOP_DAT4 | 03.05.2016 | 1 | 0.1 |
| 256 | REOP_DAT4 | 04.12.2016 | 1 | 0.1 |
| 257 | REOP_DAT4 | 05.12.2016 | 1 | 0.1 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 258 | REOP_DAT4 | 06.05.2011 | 1 | 0.1 |
| 259 | REOP_DAT4 | 06.11.2014 | 1 | 0.1 |
| 260 | REOP_DAT4 | 06.12.2016 | 1 | 0.1 |
| 261 | REOP_DAT4 | 06.12.2019 | 1 | 0.1 |
| 262 | REOP_DAT4 | Other levles | 22 | 1.2 |
| 263 | REOP_DAT5 | 1,772 | 98.7 | |
| 264 | REOP_DAT5 | 02.10.2014 | 1 | 0.1 |
| 265 | REOP_DAT5 | 03.02.2017 | 1 | 0.1 |
| 266 | REOP_DAT5 | 03.07.2015 | 1 | 0.1 |
| 267 | REOP_DAT5 | 04.05.2016 | 1 | 0.1 |
| 268 | REOP_DAT5 | 04.12.2016 | 1 | 0.1 |
| 269 | REOP_DAT5 | 07.05.2011 | 1 | 0.1 |
| 270 | REOP_DAT5 | 08.05.2011 | 1 | 0.1 |
| 271 | REOP_DAT5 | 11.12.2016 | 1 | 0.1 |
| 272 | REOP_DAT5 | 12.05.2017 | 1 | 0.1 |
| 273 | REOP_DAT5 | Other levles | 15 | 0.8 |
| 274 | REOP_EING2 | 1,684 | 93.8 | |
| 275 | REOP_EING2 | Extrakardiale Eingriffe ohne HLM | 52 | 2.9 |
| 276 | REOP_EING2 | Rethorakotomie ohne HLM | 24 | 1.3 |
| 277 | REOP_EING2 | Schrittmacher: Implantation 2-Kammer-System ohne HLM | 6 | 0.3 |
| 278 | REOP_EING2 | Schrittmacher: Implantation 1-Kammer-System ohne HLM | 5 | 0.3 |
| 279 | REOP_EING2 | Schrittmacher: Revision 2-Kammer-System ohne HLM | 5 | 0.3 |
| 280 | REOP_EING2 | Perikarddrainage | 2 | 0.1 |
| 281 | REOP_EING2 | Sonstige Operationen am Herzen ohne HLM | 2 | 0.1 |
| 282 | REOP_EING2 | AKE + MKE: mediane Sternotomie | 1 | 0.1 |
| 283 | REOP_EING2 | AKE + MKR: mediane Sternotomie | 1 | 0.1 |
| 284 | REOP_EING2 | Other levles | 14 | 0.8 |
| 285 | REOP_EING3 | 1,743 | 97.0 | |
| 286 | REOP_EING3 | Extrakardiale Eingriffe ohne HLM | 31 | 1.7 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 287 | REOP_EING3 | Rethorakotomie ohne HLM | 11 | 0.6 |
| 288 | REOP_EING3 | Aortenklappe Xenotransplantat: mediane Sternotomie | 2 | 0.1 |
| 289 | REOP_EING3 | Pleuradrainage | 2 | 0.1 |
| 290 | REOP_EING3 | Aorten- ,Mitral- und Trikuspidalklappe: mediane Sternotomie | 1 | 0.1 |
| 291 | REOP_EING3 | Defibrillator: Implantation 1-Kammer-System ohne HLM | 1 | 0.1 |
| 292 | REOP_EING3 | Mitralklappe Rekonstruktion: minimalinvasiv | 1 | 0.1 |
| 293 | REOP_EING3 | Mitralklappe Xenotransplantat: minimalinvasiv | 1 | 0.1 |
| 294 | REOP_EING3 | Schrittmacher: Implantation 1-Kammer-System ohne HLM | 1 | 0.1 |
| 295 | REOP_EING3 | Other levles | 2 | 0.1 |
| 296 | REOP_EING4 | 1,765 | 98.3 | |
| 297 | REOP_EING4 | Extrakardiale Eingriffe ohne HLM | 27 | 1.5 |
| 298 | REOP_EING4 | AKE + MKE: mediane Sternotomie | 1 | 0.1 |
| 299 | REOP_EING4 | Aortenklappe Xenotransplantat: mediane Sternotomie | 1 | 0.1 |
| 300 | REOP_EING4 | Rethorakotomie ohne HLM | 1 | 0.1 |
| 301 | REOP_EING4 | Schrittmacher: Implantation 2-Kammer-System ohne HLM | 1 | 0.1 |
| 302 | REOP_EING5 | 1,772 | 98.7 | |
| 303 | REOP_EING5 | Extrakardiale Eingriffe ohne HLM | 18 | 1.0 |
| 304 | REOP_EING5 | Rethorakotomie ohne HLM | 2 | 0.1 |
| 305 | REOP_EING5 | Sekundärer Thoraxverschluss ohne HLM | 2 | 0.1 |
| 306 | REOP_EING5 | Mitralklappe Kunstprothese: minimalinvasiv | 1 | 0.1 |
| 307 | REOP_EING5 | Pleuradrainage | 1 | 0.1 |
| 308 | REOP_EINGR | 1,455 | 81.0 | |
| 309 | REOP_EINGR | Extrakardiale Eingriffe ohne HLM | 102 | 5.7 |
| 310 | REOP_EINGR | Rethorakotomie ohne HLM | 71 | 4.0 |
| 311 | REOP_EINGR | Schrittmacher: Implantation 2-Kammer-System ohne HLM | 55 | 3.1 |
| 312 | REOP_EINGR | Aortenklappe Xenotransplantat: mediane Sternotomie | 22 | 1.2 |
| 313 | REOP_EINGR | AKE + MKE: mediane Sternotomie | 11 | 0.6 |
| 314 | REOP_EINGR | Schrittmacher: Implantation 1-Kammer-System ohne HLM | 9 | 0.5 |
| 315 | REOP_EINGR | Aorten- ,Mitral- und Trikuspidalklappe: mediane Sternotomie | 6 | 0.3 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 316 | REOP_EINGR | Ersatz der Aorta ascendens infrakoronar mit Rohrprothese und Reimplantation der Koronararterien mit HLM | 5 | 0.3 |
| 317 | REOP_EINGR | Perikarddrainage | 5 | 0.3 |
| 318 | REOP_EINGR | Other levles | 55 | 3.1 |
| 319 | REOP_RELA | 1,455 | 81.0 | |
| 320 | REOP_RELA | 13386 95381 44384 | 1 | 0.1 |
| 321 | REOP_RELA | 20958 37304 24316 | 1 | 0.1 |
| 322 | REOP_RELA | 21303 53732 31737 | 1 | 0.1 |
| 323 | REOP_RELA | 21510 37018 24149 | 1 | 0.1 |
| 324 | REOP_RELA | 21635 37000 24230 | 1 | 0.1 |
| 325 | REOP_RELA | 21726 37959 24583 | 1 | 0.1 |
| 326 | REOP_RELA | 21843 37578 24455 | 1 | 0.1 |
| 327 | REOP_RELA | 21878 37366 24318 | 1 | 0.1 |
| 328 | REOP_RELA | 21995 38043 24629 | 1 | 0.1 |
| 329 | REOP_RELA | Other levles | 332 | 18.5 |
| 330 | REOP_THG2 | 1,684 | 93.8 | |
| 331 | REOP_THG2 | 102.2 | 52 | 2.9 |
| 332 | REOP_THG2 | 99.2 | 24 | 1.3 |
| 333 | REOP_THG2 | 61.22 | 6 | 0.3 |
| 334 | REOP_THG2 | 61.21 | 5 | 0.3 |
| 335 | REOP_THG2 | 63.22 | 5 | 0.3 |
| 336 | REOP_THG2 | 53.21 | 2 | 0.1 |
| 337 | REOP_THG2 | ZE.010 | 2 | 0.1 |
| 338 | REOP_THG2 | 1.1 | 1 | 0.1 |
| 339 | REOP_THG2 | 104.2 | 1 | 0.1 |
| 340 | REOP_THG2 | Other levles | 14 | 0.8 |
| 341 | REOP_THGNR | 1,455 | 81.0 | |
| 342 | REOP_THGNR | 102.2 | 102 | 5.7 |
| 343 | REOP_THGNR | 99.2 | 71 | 4.0 |
| 344 | REOP_THGNR | 61.22 | 55 | 3.1 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 345 | REOP_THGNR | 2.1 | 22 | 1.2 |
| 346 | REOP_THGNR | 17.1 | 11 | 0.6 |
| 347 | REOP_THGNR | 61.21 | 9 | 0.5 |
| 348 | REOP_THGNR | 28.1 | 6 | 0.3 |
| 349 | REOP_THGNR | 42E.1 | 5 | 0.3 |
| 350 | REOP_THGNR | 53.21 | 5 | 0.3 |
| 351 | REOP_THGNR | Other levles | 55 | 3.1 |
| 352 | SCHMERZEN | 1 | 343 | 19.1 |
| 353 | SCHMERZEN | 2 | 218 | 12.1 |
| 354 | SCHMERZEN | 3 | 139 | 7.7 |
| 355 | SCHMERZEN | 4 | 36 | 2.0 |
| 356 | SCHMERZEN | 5 | 4 | 0.2 |
| 357 | SCHMERZEN | Missing | 1,056 | 58.8 |
| 358 | SELBST_SORGEN | 1 | 587 | 32.7 |
| 359 | SELBST_SORGEN | 2 | 78 | 4.3 |
| 360 | SELBST_SORGEN | 3 | 39 | 2.2 |
| 361 | SELBST_SORGEN | 4 | 22 | 1.2 |
| 362 | SELBST_SORGEN | 5 | 12 | 0.7 |
| 363 | SELBST_SORGEN | Missing | 1,058 | 58.9 |
| 364 | SMTRAEGER | 0 | 1,644 | 91.5 |
| 365 | SMTRAEGER | 1 | 85 | 4.7 |
| 366 | SMTRAEGER | Missing | 67 | 3.7 |
| 367 | SM_INTRAOP | 1 | 1,296 | 72.2 |
| 368 | SM_INTRAOP | 0 | 497 | 27.7 |
| 369 | SM_INTRAOP | Missing | 3 | 0.2 |
| 370 | STERBEDAT | 1,446 | 80.5 | |
| 371 | STERBEDAT | unbekannt | 22 | 1.2 |
| 372 | STERBEDAT | 2017 | 5 | 0.3 |
| 373 | STERBEDAT | 2020 | 5 | 0.3 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 374 | STERBEDAT | 2016 | 3 | 0.2 |
| 375 | STERBEDAT | 2018 | 3 | 0.2 |
| 376 | STERBEDAT | 2019 | 3 | 0.2 |
| 377 | STERBEDAT | 01.01.2020 | 2 | 0.1 |
| 378 | STERBEDAT | 02.04.2019 | 2 | 0.1 |
| 379 | STERBEDAT | 02.05.2019 | 2 | 0.1 |
| 380 | STERBEDAT | Other levles | 303 | 16.9 |
| 381 | SVD (VARC3) | 1,738 | 96.8 | |
| 382 | SVD (VARC3) | 0 | 35 | 1.9 |
| 383 | SVD (VARC3) | #ЗНАЧ! | 15 | 0.8 |
| 384 | SVD (VARC3) | 2 | 4 | 0.2 |
| 385 | SVD (VARC3) | 3 | 4 | 0.2 |
| 386 | Signs of SVD | 0 | 595 | 33.1 |
| 387 | Signs of SVD | 1 | 73 | 4.1 |
| 388 | Signs of SVD | Missing | 1,128 | 62.8 |
| 389 | THG_NR | 2.1 | 517 | 28.8 |
| 390 | THG_NR | 31.4 | 240 | 13.4 |
| 391 | THG_NR | 2.2 | 238 | 13.3 |
| 392 | THG_NR | 32.4 | 169 | 9.4 |
| 393 | THG_NR | 43.1 | 137 | 7.6 |
| 394 | THG_NR | 33.4 | 92 | 5.1 |
| 395 | THG_NR | 28.1 | 79 | 4.4 |
| 396 | THG_NR | 17.1 | 57 | 3.2 |
| 397 | THG_NR | 18.1 | 53 | 3.0 |
| 398 | THG_NR | 44.1 | 43 | 2.4 |
| 399 | THG_NR | Other levles | 171 | 9.5 |
| 400 | UPSIZING | 1 | 1,034 | 57.6 |
| 401 | UPSIZING | 0 | 495 | 27.6 |
| 402 | UPSIZING | Missing | 267 | 14.9 |
| variables | levels | freq | ratio (%) | |
|---|---|---|---|---|
| 403 | VERSTORBEN | 0 | 1,444 | 80.4 |
| 404 | VERSTORBEN | 1 | 352 | 19.6 |
Numerical Variable Diagnosis
Distributions
| variables | min | Q1 | mean | median | Q3 | max | zero | minus | outlier |
|---|---|---|---|---|---|---|---|---|---|
| ALTER_OP | 2.80000e+01 | 64.00 | 69.69 | 71.00 | 76.00 | 90.00 | 0 | 0 | 18 |
| MORTALITÄT(TAGE) | 0.00000e+00 | 6.00 | 637.97 | 49.50 | 1,108.50 | 3,519.00 | 10 | 0 | 16 |
| GROESSE | 0.00000e+00 | 168.00 | 172.42 | 173.00 | 178.00 | 200.00 | 2 | 0 | 23 |
| GEWICHT | 0.00000e+00 | 74.00 | 84.90 | 83.00 | 94.00 | 187.00 | 2 | 0 | 31 |
| BMI | 0.00000e+00 | 25.06 | 28.49 | 27.85 | 31.22 | 64.71 | 1 | 0 | 33 |
| FALLNR | 1.10029e+08 | 130,081,587.00 | 153,500,053.62 | 150,244,426.50 | 180,040,400.75 | 210,314,585.00 | 0 | 0 | 0 |
| BG_DIABET | 0.00000e+00 | 1.00 | 1.80 | 1.00 | 3.00 | 8.00 | 62 | 0 | 15 |
| A_HYPSYS | 0.00000e+00 | 0.00 | 12.45 | 0.00 | 21.25 | 999.00 | 1,327 | 0 | 93 |
| A_HYPTO_R | 0.00000e+00 | 3.00 | 2.69 | 3.00 | 3.00 | 9.00 | 66 | 0 | 347 |
| BG_HRHY_R | 0.00000e+00 | 1.00 | 1.44 | 1.00 | 1.00 | 9.00 | 64 | 0 | 506 |
| STS | 0.00000e+00 | 1.38 | 3.80 | 2.34 | 4.22 | 70.64 | 72 | 0 | 155 |
| OP_ANFANG | 3.00000e-02 | 8.35 | 10.37 | 8.52 | 12.54 | 23.34 | 0 | 0 | 20 |
| OP_ENDE | 3.00000e-01 | 11.30 | 13.52 | 12.54 | 15.54 | 23.57 | 0 | 0 | 25 |
| OP_ZEIT | 7.10000e+01 | 151.00 | 198.36 | 181.00 | 225.00 | 933.00 | 0 | 0 | 79 |
| BYPASSZEIT | 0.00000e+00 | 82.00 | 109.79 | 104.00 | 130.00 | 380.00 | 38 | 0 | 96 |
| AORTENKLEMMZEIT | 0.00000e+00 | 54.00 | 71.36 | 68.00 | 85.00 | 266.00 | 19 | 0 | 69 |
| AK_MOD | 1.16000e+02 | 116.00 | 116.00 | 116.00 | 116.00 | 116.00 | 0 | 0 | 0 |
| AK_DURCHM | 2.10000e+01 | 25.00 | 25.88 | 25.00 | 27.00 | 29.00 | 0 | 0 | 24 |
| AK_ANN | 1.30000e+01 | 23.00 | 24.62 | 25.00 | 26.00 | 32.00 | 0 | 0 | 7 |
| E_RHYTHM | 0.00000e+00 | 1.00 | 1.87 | 1.00 | 1.00 | 9.00 | 56 | 0 | 487 |
| E_RHYTH | 0.00000e+00 | 1.00 | 1.87 | 1.00 | 1.00 | 9.00 | 56 | 0 | 487 |
| REOP_THG3 | 2.10000e+00 | 99.20 | 89.18 | 102.20 | 102.20 | 102.20 | 0 | 0 | 9 |
| REOP_THG4 | 6.12200e+01 | 102.20 | 2,946.16 | 102.20 | 102.20 | 44,213.00 | 0 | 0 | 4 |
| REOP_THG5 | 9.92000e+01 | 102.20 | 2,020.80 | 102.20 | 102.20 | 44,232.00 | 0 | 0 | 5 |
| LVEF…74 | 1.20000e+01 | 47.00 | 55.41 | 57.00 | 65.00 | 91.00 | 0 | 0 | 12 |
| variables | min | Q1 | mean | median | Q3 | max | zero | minus | outlier | |
|---|---|---|---|---|---|---|---|---|---|---|
| 26 | LVDd (cm)…75 | 1.80 | 4.70 | 5.54 | 5.30 | 6.00 | 62.0 | 0 | 0 | 17 |
| 27 | LVDs (cm)…76 | 1.50 | 2.88 | 3.66 | 3.45 | 4.30 | 8.7 | 0 | 0 | 9 |
| 28 | LVOT…77 | 1.00 | 2.10 | 2.51 | 2.30 | 2.40 | 26.6 | 0 | 0 | 23 |
| 29 | PAP (mmHg+ZVD)…78 | 3.00 | 21.00 | 29.50 | 27.00 | 36.00 | 90.0 | 0 | 0 | 26 |
| 30 | IVSd (cm) | 0.70 | 1.30 | 1.52 | 1.50 | 1.70 | 13.0 | 0 | 0 | 12 |
| 31 | IVSs (cm) | 0.90 | 1.60 | 1.88 | 1.80 | 2.00 | 24.0 | 0 | 0 | 23 |
| 32 | MAVG (MPG) | 1.00 | 24.75 | 38.21 | 39.00 | 51.00 | 111.0 | 0 | 0 | 5 |
| 33 | Vmax (m/s)…82 | 0.41 | 3.20 | 3.91 | 4.00 | 4.50 | 60.0 | 0 | 0 | 14 |
| 34 | AKFläche (cm2) | 0.10 | 0.70 | 0.97 | 0.85 | 1.10 | 5.9 | 0 | 0 | 48 |
| 35 | Bikuspid? | 0.00 | 0.00 | 0.27 | 0.00 | 0.00 | 9.0 | 1,360 | 0 | 434 |
| 36 | LVEF…87 | 16.00 | 48.00 | 55.77 | 56.00 | 65.00 | 92.0 | 0 | 0 | 7 |
| 37 | LVDd | 3.00 | 4.50 | 5.18 | 5.10 | 5.70 | 42.0 | 0 | 0 | 14 |
| 38 | LVDs | 1.40 | 2.90 | 3.56 | 3.40 | 4.10 | 8.2 | 0 | 0 | 11 |
| 39 | LVOT…90 | 1.30 | 2.20 | 2.30 | 2.30 | 2.40 | 21.0 | 0 | 0 | 63 |
| 40 | PAP | 3.00 | 18.00 | 23.72 | 23.00 | 29.00 | 73.0 | 0 | 0 | 14 |
| 41 | IVSd…92 | 0.70 | 1.30 | 1.48 | 1.40 | 1.60 | 7.4 | 0 | 0 | 44 |
| 42 | MAVG | 1.00 | 9.00 | 12.04 | 11.00 | 14.00 | 111.0 | 0 | 0 | 60 |
| 43 | Vmax | 0.70 | 2.00 | 2.32 | 2.30 | 2.50 | 31.0 | 0 | 0 | 43 |
| 44 | AKFläche | 0.00 | 1.70 | 2.13 | 2.00 | 2.42 | 5.7 | 3 | 0 | 27 |
| 45 | EF (%) | 13.00 | 51.00 | 57.36 | 60.00 | 65.00 | 87.0 | 0 | 0 | 18 |
| 46 | LVDd (cm)…99 | 2.70 | 4.60 | 5.06 | 5.00 | 5.50 | 9.6 | 0 | 0 | 10 |
| 47 | LVDs (cm)…100 | 1.70 | 2.90 | 11.06 | 3.60 | 5.50 | 68.0 | 0 | 0 | 44 |
| 48 | LVOT…101 | 1.70 | 2.10 | 8.31 | 2.30 | 2.50 | 291.0 | 0 | 0 | 16 |
| 49 | PAP (mmHg+ZVD)…102 | 9.00 | 25.00 | 31.62 | 30.00 | 37.00 | 82.0 | 0 | 0 | 11 |
| 50 | MPG (mmHg) | 1.00 | 9.00 | 24.25 | 12.00 | 17.00 | 1,335.0 | 0 | 0 | 30 |
| 51 | Vmax (m/s)…105 | 0.90 | 2.10 | 29.52 | 2.50 | 17.50 | 453.0 | 0 | 0 | 52 |
| 52 | DAYS_FU | 7.00 | 475.75 | 1,412.67 | 1,287.00 | 2,197.25 | 3,790.0 | 0 | 0 | 0 |
| 53 | MONTHS_FU | 0.00 | 15.00 | 45.92 | 42.00 | 72.00 | 124.0 | 30 | 0 | 0 |
| 54 | YEARS_FU | 0.00 | 1.00 | 3.39 | 3.00 | 6.00 | 10.0 | 167 | 0 | 0 |
Zero Values
| variables | min | median | max | zero | zero (%) |
|---|---|---|---|---|---|
| Bikuspid? | 0 | 0.00 | 9.00 | 1,360 | 75.7 |
| A_HYPSYS | 0 | 0.00 | 999.00 | 1,327 | 73.9 |
| YEARS_FU | 0 | 3.00 | 10.00 | 167 | 9.3 |
| STS | 0 | 2.34 | 70.64 | 72 | 4.0 |
| A_HYPTO_R | 0 | 3.00 | 9.00 | 66 | 3.7 |
| BG_HRHY_R | 0 | 1.00 | 9.00 | 64 | 3.6 |
| BG_DIABET | 0 | 1.00 | 8.00 | 62 | 3.5 |
| E_RHYTHM | 0 | 1.00 | 9.00 | 56 | 3.1 |
| E_RHYTH | 0 | 1.00 | 9.00 | 56 | 3.1 |
| BYPASSZEIT | 0 | 104.00 | 380.00 | 38 | 2.1 |
| MONTHS_FU | 0 | 42.00 | 124.00 | 30 | 1.7 |
| AORTENKLEMMZEIT | 0 | 68.00 | 266.00 | 19 | 1.1 |
| MORTALITÄT(TAGE) | 0 | 49.50 | 3,519.00 | 10 | 0.6 |
| AKFläche | 0 | 2.00 | 5.70 | 3 | 0.2 |
| GROESSE | 0 | 173.00 | 200.00 | 2 | 0.1 |
| GEWICHT | 0 | 83.00 | 187.00 | 2 | 0.1 |
| BMI | 0 | 27.85 | 64.71 | 1 | 0.1 |
Negative Values
No numeric variable with negative value
Outliers
List of Outliers
| variables | min | median | max | outlier | outlier (%) |
|---|---|---|---|---|---|
| BG_HRHY_R | 0.0 | 1.00 | 9.00 | 506 | 28.2 |
| E_RHYTHM | 0.0 | 1.00 | 9.00 | 487 | 27.1 |
| E_RHYTH | 0.0 | 1.00 | 9.00 | 487 | 27.1 |
| Bikuspid? | 0.0 | 0.00 | 9.00 | 434 | 24.2 |
| A_HYPTO_R | 0.0 | 3.00 | 9.00 | 347 | 19.3 |
| STS | 0.0 | 2.34 | 70.64 | 155 | 8.6 |
| BYPASSZEIT | 0.0 | 104.00 | 380.00 | 96 | 5.3 |
| A_HYPSYS | 0.0 | 0.00 | 999.00 | 93 | 5.2 |
| OP_ZEIT | 71.0 | 181.00 | 933.00 | 79 | 4.4 |
| AORTENKLEMMZEIT | 0.0 | 68.00 | 266.00 | 69 | 3.8 |
| LVOT…90 | 1.3 | 2.30 | 21.00 | 63 | 3.5 |
| MAVG | 1.0 | 11.00 | 111.00 | 60 | 3.3 |
| Vmax (m/s)…105 | 0.9 | 2.50 | 453.00 | 52 | 2.9 |
| AKFläche (cm2) | 0.1 | 0.85 | 5.90 | 48 | 2.7 |
| IVSd…92 | 0.7 | 1.40 | 7.40 | 44 | 2.4 |
| LVDs (cm)…100 | 1.7 | 3.60 | 68.00 | 44 | 2.4 |
| Vmax | 0.7 | 2.30 | 31.00 | 43 | 2.4 |
| BMI | 0.0 | 27.85 | 64.71 | 33 | 1.8 |
| GEWICHT | 0.0 | 83.00 | 187.00 | 31 | 1.7 |
| MPG (mmHg) | 1.0 | 12.00 | 1,335.00 | 30 | 1.7 |
| AKFläche | 0.0 | 2.00 | 5.70 | 27 | 1.5 |
| PAP (mmHg+ZVD)…78 | 3.0 | 27.00 | 90.00 | 26 | 1.4 |
| OP_ENDE | 0.3 | 12.54 | 23.57 | 25 | 1.4 |
| AK_DURCHM | 21.0 | 25.00 | 29.00 | 24 | 1.3 |
| GROESSE | 0.0 | 173.00 | 200.00 | 23 | 1.3 |
| variables | min | median | max | outlier | outlier (%) | |
|---|---|---|---|---|---|---|
| 26 | LVOT…77 | 1.00 | 2.30 | 26.60 | 23 | 1.3 |
| 27 | IVSs (cm) | 0.90 | 1.80 | 24.00 | 23 | 1.3 |
| 28 | OP_ANFANG | 0.03 | 8.52 | 23.34 | 20 | 1.1 |
| 29 | ALTER_OP | 28.00 | 71.00 | 90.00 | 18 | 1.0 |
| 30 | EF (%) | 13.00 | 60.00 | 87.00 | 18 | 1.0 |
| 31 | LVDd (cm)…75 | 1.80 | 5.30 | 62.00 | 17 | 0.9 |
| 32 | MORTALITÄT(TAGE) | 0.00 | 49.50 | 3,519.00 | 16 | 0.9 |
| 33 | LVOT…101 | 1.70 | 2.30 | 291.00 | 16 | 0.9 |
| 34 | BG_DIABET | 0.00 | 1.00 | 8.00 | 15 | 0.8 |
| 35 | Vmax (m/s)…82 | 0.41 | 4.00 | 60.00 | 14 | 0.8 |
| 36 | LVDd | 3.00 | 5.10 | 42.00 | 14 | 0.8 |
| 37 | PAP | 3.00 | 23.00 | 73.00 | 14 | 0.8 |
| 38 | LVEF…74 | 12.00 | 57.00 | 91.00 | 12 | 0.7 |
| 39 | IVSd (cm) | 0.70 | 1.50 | 13.00 | 12 | 0.7 |
| 40 | LVDs | 1.40 | 3.40 | 8.20 | 11 | 0.6 |
| 41 | PAP (mmHg+ZVD)…102 | 9.00 | 30.00 | 82.00 | 11 | 0.6 |
| 42 | LVDd (cm)…99 | 2.70 | 5.00 | 9.60 | 10 | 0.6 |
| 43 | REOP_THG3 | 2.10 | 102.20 | 102.20 | 9 | 0.5 |
| 44 | LVDs (cm)…76 | 1.50 | 3.45 | 8.70 | 9 | 0.5 |
| 45 | AK_ANN | 13.00 | 25.00 | 32.00 | 7 | 0.4 |
| 46 | LVEF…87 | 16.00 | 56.00 | 92.00 | 7 | 0.4 |
| 47 | REOP_THG5 | 99.20 | 102.20 | 44,232.00 | 5 | 0.3 |
| 48 | MAVG (MPG) | 1.00 | 39.00 | 111.00 | 5 | 0.3 |
| 49 | REOP_THG4 | 61.22 | 102.20 | 44,213.00 | 4 | 0.2 |
Individual Outliers
variable: BG_HRHY_R
| Measures | Values |
|---|---|
| Outliers count | 506 |
| Outliers ratio (%) | 28.17% |
| Mean of outliers | 2.563241 |
| Mean with outliers | 1.440423 |
| Mean without outliers | 1 |
variable: E_RHYTHM
| Measures | Values |
|---|---|
| Outliers count | 487 |
| Outliers ratio (%) | 27.12% |
| Mean of outliers | 4.190965 |
| Mean with outliers | 1.865256 |
| Mean without outliers | 1 |
variable: E_RHYTH
| Measures | Values |
|---|---|
| Outliers count | 487 |
| Outliers ratio (%) | 27.12% |
| Mean of outliers | 4.190965 |
| Mean with outliers | 1.865256 |
| Mean without outliers | 1 |
variable: Bikuspid?
| Measures | Values |
|---|---|
| Outliers count | 434 |
| Outliers ratio (%) | 24.16% |
| Mean of outliers | 1.110599 |
| Mean with outliers | 0.2686734 |
| Mean without outliers | 0 |
variable: A_HYPTO_R
| Measures | Values |
|---|---|
| Outliers count | 347 |
| Outliers ratio (%) | 19.32% |
| Mean of outliers | 1.397695 |
| Mean with outliers | 2.690423 |
| Mean without outliers | 3 |
variable: STS
| Measures | Values |
|---|---|
| Outliers count | 155 |
| Outliers ratio (%) | 8.63% |
| Mean of outliers | 16.47798 |
| Mean with outliers | 3.799093 |
| Mean without outliers | 2.601514 |
variable: BYPASSZEIT
| Measures | Values |
|---|---|
| Outliers count | 96 |
| Outliers ratio (%) | 5.35% |
| Mean of outliers | 149.7812 |
| Mean with outliers | 109.7906 |
| Mean without outliers | 107.5324 |
variable: A_HYPSYS
| Measures | Values |
|---|---|
| Outliers count | 93 |
| Outliers ratio (%) | 5.18% |
| Mean of outliers | 87.10753 |
| Mean with outliers | 12.44543 |
| Mean without outliers | 8.368174 |
variable: OP_ZEIT
| Measures | Values |
|---|---|
| Outliers count | 79 |
| Outliers ratio (%) | 4.4% |
| Mean of outliers | 436.9494 |
| Mean with outliers | 198.3636 |
| Mean without outliers | 187.3861 |
variable: AORTENKLEMMZEIT
| Measures | Values |
|---|---|
| Outliers count | 69 |
| Outliers ratio (%) | 3.84% |
| Mean of outliers | 115.6957 |
| Mean with outliers | 71.36247 |
| Mean without outliers | 69.5912 |
variable: LVOT…90
| Measures | Values |
|---|---|
| Outliers count | 63 |
| Outliers ratio (%) | 3.51% |
| Mean of outliers | 2.706349 |
| Mean with outliers | 2.304067 |
| Mean without outliers | 2.275781 |
variable: MAVG
| Measures | Values |
|---|---|
| Outliers count | 60 |
| Outliers ratio (%) | 3.34% |
| Mean of outliers | 26.775 |
| Mean with outliers | 12.04485 |
| Mean without outliers | 11.38579 |
variable: Vmax (m/s)…105
| Measures | Values |
|---|---|
| Outliers count | 52 |
| Outliers ratio (%) | 2.9% |
| Mean of outliers | 233.6154 |
| Mean with outliers | 29.51943 |
| Mean without outliers | 6.397451 |
variable: AKFläche (cm2)
| Measures | Values |
|---|---|
| Outliers count | 48 |
| Outliers ratio (%) | 2.67% |
| Mean of outliers | 2.801875 |
| Mean with outliers | 0.9734483 |
| Mean without outliers | 0.8540408 |
variable: IVSd…92
| Measures | Values |
|---|---|
| Outliers count | 44 |
| Outliers ratio (%) | 2.45% |
| Mean of outliers | 2.231818 |
| Mean with outliers | 1.475228 |
| Mean without outliers | 1.44 |
variable: LVDs (cm)…100
| Measures | Values |
|---|---|
| Outliers count | 44 |
| Outliers ratio (%) | 2.45% |
| Mean of outliers | 35.88636 |
| Mean with outliers | 11.06471 |
| Mean without outliers | 3.427273 |
variable: Vmax
| Measures | Values |
|---|---|
| Outliers count | 43 |
| Outliers ratio (%) | 2.39% |
| Mean of outliers | 4.212791 |
| Mean with outliers | 2.318108 |
| Mean without outliers | 2.256152 |
variable: BMI
| Measures | Values |
|---|---|
| Outliers count | 33 |
| Outliers ratio (%) | 1.84% |
| Mean of outliers | 43.35288 |
| Mean with outliers | 28.48952 |
| Mean without outliers | 28.21115 |
variable: GEWICHT
| Measures | Values |
|---|---|
| Outliers count | 31 |
| Outliers ratio (%) | 1.73% |
| Mean of outliers | 126.0323 |
| Mean with outliers | 84.89978 |
| Mean without outliers | 84.17734 |
variable: MPG (mmHg)
| Measures | Values |
|---|---|
| Outliers count | 30 |
| Outliers ratio (%) | 1.67% |
| Mean of outliers | 203.5233 |
| Mean with outliers | 24.24978 |
| Mean without outliers | 12.53255 |
variable: AKFläche
| Measures | Values |
|---|---|
| Outliers count | 27 |
| Outliers ratio (%) | 1.5% |
| Mean of outliers | 3.55 |
| Mean with outliers | 2.12722 |
| Mean without outliers | 2.081865 |
variable: PAP (mmHg+ZVD)…78
| Measures | Values |
|---|---|
| Outliers count | 26 |
| Outliers ratio (%) | 1.45% |
| Mean of outliers | 64.03846 |
| Mean with outliers | 29.50081 |
| Mean without outliers | 27.98395 |
variable: OP_ENDE
| Measures | Values |
|---|---|
| Outliers count | 25 |
| Outliers ratio (%) | 1.39% |
| Mean of outliers | 12.8504 |
| Mean with outliers | 13.5243 |
| Mean without outliers | 13.53381 |
variable: AK_DURCHM
| Measures | Values |
|---|---|
| Outliers count | 24 |
| Outliers ratio (%) | 1.34% |
| Mean of outliers | 21 |
| Mean with outliers | 25.87528 |
| Mean without outliers | 25.94131 |
variable: GROESSE
| Measures | Values |
|---|---|
| Outliers count | 23 |
| Outliers ratio (%) | 1.28% |
| Mean of outliers | 148.7826 |
| Mean with outliers | 172.4226 |
| Mean without outliers | 172.7293 |
variable: LVOT…77
| Measures | Values |
|---|---|
| Outliers count | 23 |
| Outliers ratio (%) | 1.28% |
| Mean of outliers | 9.552174 |
| Mean with outliers | 2.510185 |
| Mean without outliers | 2.25104 |
variable: IVSs (cm)
| Measures | Values |
|---|---|
| Outliers count | 23 |
| Outliers ratio (%) | 1.28% |
| Mean of outliers | 3.282609 |
| Mean with outliers | 1.882437 |
| Mean without outliers | 1.822243 |
variable: OP_ANFANG
| Measures | Values |
|---|---|
| Outliers count | 20 |
| Outliers ratio (%) | 1.11% |
| Mean of outliers | 16.8485 |
| Mean with outliers | 10.36738 |
| Mean without outliers | 10.2944 |
variable: ALTER_OP
| Measures | Values |
|---|---|
| Outliers count | 18 |
| Outliers ratio (%) | 1% |
| Mean of outliers | 39.5 |
| Mean with outliers | 69.69154 |
| Mean without outliers | 69.99719 |
variable: EF (%)
| Measures | Values |
|---|---|
| Outliers count | 18 |
| Outliers ratio (%) | 1% |
| Mean of outliers | 26.38889 |
| Mean with outliers | 57.35759 |
| Mean without outliers | 58.24522 |
variable: LVDd (cm)…75
| Measures | Values |
|---|---|
| Outliers count | 17 |
| Outliers ratio (%) | 0.95% |
| Mean of outliers | 13.84118 |
| Mean with outliers | 5.543544 |
| Mean without outliers | 5.345148 |
variable: MORTALITÄT(TAGE)
| Measures | Values |
|---|---|
| Outliers count | 16 |
| Outliers ratio (%) | 0.89% |
| Mean of outliers | 3150.562 |
| Mean with outliers | 637.9696 |
| Mean without outliers | 494.3929 |
variable: LVOT…101
| Measures | Values |
|---|---|
| Outliers count | 16 |
| Outliers ratio (%) | 0.89% |
| Mean of outliers | 38.75 |
| Mean with outliers | 8.308333 |
| Mean without outliers | 2.22 |
variable: BG_DIABET
| Measures | Values |
|---|---|
| Outliers count | 15 |
| Outliers ratio (%) | 0.84% |
| Mean of outliers | 8 |
| Mean with outliers | 1.800668 |
| Mean without outliers | 1.748456 |
variable: Vmax (m/s)…82
| Measures | Values |
|---|---|
| Outliers count | 14 |
| Outliers ratio (%) | 0.78% |
| Mean of outliers | 9.286429 |
| Mean with outliers | 3.909965 |
| Mean without outliers | 3.82025 |
variable: LVDd
| Measures | Values |
|---|---|
| Outliers count | 14 |
| Outliers ratio (%) | 0.78% |
| Mean of outliers | 10.87857 |
| Mean with outliers | 5.182694 |
| Mean without outliers | 5.10319 |
variable: PAP
| Measures | Values |
|---|---|
| Outliers count | 14 |
| Outliers ratio (%) | 0.78% |
| Mean of outliers | 52.07143 |
| Mean with outliers | 23.7165 |
| Mean without outliers | 23.34585 |
variable: LVEF…74
| Measures | Values |
|---|---|
| Outliers count | 12 |
| Outliers ratio (%) | 0.67% |
| Mean of outliers | 15.75 |
| Mean with outliers | 55.41471 |
| Mean without outliers | 55.75764 |
variable: IVSd (cm)
| Measures | Values |
|---|---|
| Outliers count | 12 |
| Outliers ratio (%) | 0.67% |
| Mean of outliers | 3.741667 |
| Mean with outliers | 1.521217 |
| Mean without outliers | 1.483314 |
variable: LVDs
| Measures | Values |
|---|---|
| Outliers count | 11 |
| Outliers ratio (%) | 0.61% |
| Mean of outliers | 6.518182 |
| Mean with outliers | 3.564801 |
| Mean without outliers | 3.504972 |
variable: PAP (mmHg+ZVD)…102
| Measures | Values |
|---|---|
| Outliers count | 11 |
| Outliers ratio (%) | 0.61% |
| Mean of outliers | 62.81818 |
| Mean with outliers | 31.62195 |
| Mean without outliers | 30.53943 |
variable: LVDd (cm)…99
| Measures | Values |
|---|---|
| Outliers count | 10 |
| Outliers ratio (%) | 0.56% |
| Mean of outliers | 6.12 |
| Mean with outliers | 5.064848 |
| Mean without outliers | 5.039666 |
variable: REOP_THG3
| Measures | Values |
|---|---|
| Outliers count | 9 |
| Outliers ratio (%) | 0.5% |
| Mean of outliers | 32.06111 |
| Mean with outliers | 89.17549 |
| Mean without outliers | 101.4143 |
variable: LVDs (cm)…76
| Measures | Values |
|---|---|
| Outliers count | 9 |
| Outliers ratio (%) | 0.5% |
| Mean of outliers | 7.177778 |
| Mean with outliers | 3.66285 |
| Mean without outliers | 3.587351 |
variable: AK_ANN
| Measures | Values |
|---|---|
| Outliers count | 7 |
| Outliers ratio (%) | 0.39% |
| Mean of outliers | 28.85714 |
| Mean with outliers | 24.61609 |
| Mean without outliers | 24.59658 |
variable: LVEF…87
| Measures | Values |
|---|---|
| Outliers count | 7 |
| Outliers ratio (%) | 0.39% |
| Mean of outliers | 28.85714 |
| Mean with outliers | 55.76567 |
| Mean without outliers | 55.90396 |
variable: REOP_THG5
| Measures | Values |
|---|---|
| Outliers count | 5 |
| Outliers ratio (%) | 0.28% |
| Mean of outliers | 8927.76 |
| Mean with outliers | 2020.8 |
| Mean without outliers | 102.2 |
variable: MAVG (MPG)
| Measures | Values |
|---|---|
| Outliers count | 5 |
| Outliers ratio (%) | 0.28% |
| Mean of outliers | 98 |
| Mean with outliers | 38.2134 |
| Mean without outliers | 37.85193 |
variable: REOP_THG4
| Measures | Values |
|---|---|
| Outliers count | 4 |
| Outliers ratio (%) | 0.22% |
| Mean of outliers | 22142.85 |
| Mean with outliers | 2946.155 |
| Mean without outliers | 102.2 |